A structured AI-driven framework for transitioning professionals into the data industry through diagnostics, roadmaps, and competency translation.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install reconversion-copilot
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install reconversion-copilot using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Reconversion Copilot?
Reconversion Copilot is a high-precision tool within the Openclaw Skills ecosystem designed to facilitate professional transitions into data-centric roles. Unlike standard chatbots that offer generic advice, this skill follows a rigid document-first workflow, generating structured deliverables such as skills diagnostics, week-by-week transition roadmaps, and professional CV translations. It is specifically optimized for roles like Data Analyst, AMOA Data, Product Owner Data, and BI Lead.
By utilizing the Openclaw Skills framework, this agent ensures that every career advice session results in a tangible Markdown file stored in your local workspace. It balances technical honesty with actionable guidance, providing clear scoring for profile readiness and directing users toward the most appropriate educational paths, whether through senior mentorship or intensive bootcamps.
Reconversion Copilot Use Cases
- Professionals with extensive backgrounds in HR, IT, or Management seeking to pivot into Data Analytics.
- Career coaches requiring a standardized, template-driven approach to candidate diagnostics.
- Job seekers needing to translate non-technical business experience into technical data competencies for LinkedIn and CVs.
- Experienced workers planning their transition using specialized training funds like CPF or certifications.
How Reconversion Copilot Works
- Conducts a Diagnostic Express to score the user profile across four key metrics and provide a readiness verdict.
- Generates detailed Exploration Metiers files mapping user skills to specific ROME classifications like Data Analyst (M1403).
- Builds a customized Plan de Transition including project milestones, certifications, and funding strategies.
- Executes a Traduction Professionnelle to generate final, copy-paste ready CVs and professional pitches.
- Facilitates Preparation Entretiens by drafting STAR-method questions and answers tailored to the target role.
- Logs all interactions and scores in a persistent MEMORY.md file to track long-term progress using Openclaw Skills architecture.
Reconversion Copilot Setup
To install this skill, ensure you have the curl binary available on your path. Clone the skill files into your workspace structure as shown below:
mkdir -p workspace/skills/reconversion-copilot
# Ensure TEMPLATES.md and SKILL.md are placed in the directory above
The agent is configured to prioritize the templates in workspace/skills/reconversion-copilot/TEMPLATES.md for all outputs.
Reconversion Copilot Data Schema & Taxonomy
| Data Component | File Path | Purpose |
|---|---|---|
| Career Deliverables | workspace/reconversion/[type]_[name].md |
Final CVs, roadmaps, and diagnostic reports. |
| Session Persistence | workspace/skills/reconversion-copilot/MEMORY.md |
Historical record of diagnostics and user evolution. |
| Logic Blueprints | workspace/skills/reconversion-copilot/TEMPLATES.md |
Mandatory structures for all AI-generated content. |
Reconversion Copilot Advanced Features
- Profile-based Routing: Automatically detects senior profiles (10+ years) to recommend specialized mentoring vs. junior-focused bootcamps.
- Template-Locked Deliverables: Prevents AI hallucinations by strictly enforcing formats defined in the local workspace.
- STAR Method Integration: Automatically structures interview responses into the high-impact Situation-Task-Action-Result format.
- Native State Tracking: Leverages the Openclaw Skills memory system to provide consistent coaching across multiple disconnected sessions.
SKILL.md
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